The roses were crimson, a splash of colour against the sterile white of the hospital room. He was certain they weren't for him. He'd never liked roses. He hadn't been expecting any flowers, not after...everything. He picked one up, twirling it between his fingers. It was velvety soft.

He watched the doctor’s retreating back, shoulders slumped, and he felt a cold knot tighten in his stomach. The beautiful flowers felt heavy in his hands. He kept his eyes on the floor as his wife came into the room.

Her smile was brittle, her voice hollow. He knew she knew. He knew she'd know. He swallowed, the taste metallic. He felt a deep unease, an unsettling awareness of the space between them. He felt the need to apologize, but found that the words wouldn't come.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264